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USA 896 AUS 451 GBR 289 JPN 249 GER 227 CAN 199 HUN 173 GDR 144 SWE 143 FRA 139 Name: Team, dtype: int64
Canada has placed 6 for number of apperances which proves the nation can complete nicely at the world stage
Number of participants have greatly increased over the years before stabilizing in 2000
| Year | Relay? | Rank | |
|---|---|---|---|
| count | 4359.000000 | 4359.000000 | 4359.000000 |
| mean | 1982.936453 | 0.169764 | 3.164946 |
| std | 26.928344 | 0.375468 | 1.189715 |
| min | 1912.000000 | 0.000000 | 0.000000 |
| 25% | 1968.000000 | 0.000000 | 2.000000 |
| 50% | 1988.000000 | 0.000000 | 4.000000 |
| 75% | 2004.000000 | 0.000000 | 4.000000 |
| max | 2020.000000 | 1.000000 | 5.000000 |
Canada is essentialy around the average of the breakdown, historically canadian woman have done better in summer sports then men so perhaps Canda should invest more in the womans department
The top 10 gold medalists are from 6 countries
With american swimmers being the sole exception is it clear that participating in more competions doesn't translate to more medals
Its clear that the US aside none of the other top medalist are from the countries with most participants, so quality beats quantity here
The top canadian gold medalist has 2 medals which would put him right outside the rankings
While the US have more bronze medals the Canadians are more balanced

| Location | Year | Distance (in meters) | Stroke | Relay? | Gender | Team | Athlete | Results | Rank | |
|---|---|---|---|---|---|---|---|---|---|---|
| 139 | Tokyo | 2020 | 100m | Freestyle | 0 | Women | CAN | Penny Oleksiak | 52.59 | 4 |
| 178 | Tokyo | 2020 | 200m | Freestyle | 0 | Women | CAN | Penny Oleksiak | 1:54.70 | 3 |
| 265 | Rio | 2016 | 100m | Butterfly | 0 | Women | CAN | Penny Oleksiak | 56.460 | 3 |
| 281 | Rio | 2016 | 100m | Freestyle | 0 | Women | CAN | Penny Oleksiak | 52.700 | 1 |
Oleksiak has won 3 medals in 4 events proving that.
Both men and women follow similar trends in their timing behaviours